Technology

A decision system, not a chart library

HappyBlock is engineered as a structured scenario stack — ready for richer map and data layers without rewriting the product story.

Spatial input layer

Parcel, corridor, and district context — land area, use mix, mobility assumptions, public realm targets, and planning goals normalized into one model.

Scenario modeling layer

Multiple spatial strategies (baseline, mixed-use, green-forward, TOD) stay comparable instead of living in disconnected files.

Human outcome scoring

HappyScore encodes access, walkability, safety, green comfort, time efficiency, economic vitality, and public realm quality.

Recommendation engine

Translates deltas between scenarios into prioritized moves — what to add, soften, or rebalance for the next iteration.

Architecture stance

Product-first, integration-ready

We ship a premium web experience on Next.js and TypeScript with optional Supabase — no database required at build time. That keeps demos instant while enterprise teams wire their own data planes later.

Future integrations

  • Mapbox / GIS-grade spatial canvas
  • Parcel & mobility data feeds
  • Deeper AI scenario generation with guardrails
  • APIs for enterprise planning stacks